Triple

T12701447
Position Surface form Disambiguated ID Type / Status
Subject Flers, Orne, France E303471 entity
Predicate hasDemonym P191 FINISHED
Object Flérien
Flérien is the French demonym for inhabitants of the town of Flers in the Orne department of northwestern France.
 E998423 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Flérien | Statement: [Flers, Orne, France, hasDemonym, Flérien]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Flérien
Context triple: [Flers, Orne, France, hasDemonym, Flérien]
  • A. Cesqeaux
    Cesqeaux is a Dutch DJ and electronic music producer known for his energetic trap and bass-heavy festival tracks.
  • B. Forelius
    Forelius is a genus of small, heat-tolerant ants commonly found in arid and semi-arid regions of the Americas.
  • C. Delichon
    Delichon is a genus of small passerine birds commonly known as house martins, found across Europe, Asia, and parts of North Africa.
  • D. Pévèle
    Pévèle is a rural area in northern France known for its gently rolling farmland, small towns, and role as a traditional cobbled sector in the Paris–Roubaix cycling race.
  • E. Feuillant
    The Feuillants were a moderate monarchist political faction during the French Revolution that supported a constitutional monarchy and opposed the more radical Jacobins.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Flérien
Triple: [Flers, Orne, France, hasDemonym, Flérien]
Generated description
Flérien is the French demonym for inhabitants of the town of Flers in the Orne department of northwestern France.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Flérien
Target entity description: Flérien is the French demonym for inhabitants of the town of Flers in the Orne department of northwestern France.
  • A. Cesqeaux
    Cesqeaux is a Dutch DJ and electronic music producer known for his energetic trap and bass-heavy festival tracks.
  • B. Forelius
    Forelius is a genus of small, heat-tolerant ants commonly found in arid and semi-arid regions of the Americas.
  • C. Delichon
    Delichon is a genus of small passerine birds commonly known as house martins, found across Europe, Asia, and parts of North Africa.
  • D. Pévèle
    Pévèle is a rural area in northern France known for its gently rolling farmland, small towns, and role as a traditional cobbled sector in the Paris–Roubaix cycling race.
  • E. Feuillant
    The Feuillants were a moderate monarchist political faction during the French Revolution that supported a constitutional monarchy and opposed the more radical Jacobins.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d7bdef90d48190b46b88270e780946 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961ef65ac8190aedf9ade3a68e24e completed April 10, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f671b27790819085f0f03af33f8f21 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f6740129688190b286ce7acb4848c7 completed May 2, 2026, 10 p.m.
NED2 Entity disambiguation (via description) batch_69f675249d248190933421df49d3a2ab completed May 2, 2026, 10:05 p.m.
Created at: April 9, 2026, 5:22 p.m.